Weekly Machine Learning Opensource Roundup – Dec. 21, 2017

Examples

WorkshopScipy
A workshop for scientific computing in Python.

1.4 Billion Text Credentials Analysis
Deep Learning model to analyze a large corpus of clear text passwords.

Neurocat
From neural networks to the Category of composable supervised learning algorithms in Scala with compile-time matrix checking based on singleton-types

AICamera Style Transfer
Neural Style Transfer with Caffe2 on your Android phone

Toolsets

billboard.js
Re-usable, easy interface JavaScript chart library based on D3 v4+

Arcade Learning Environment
A simple object-oriented framework that allows researchers and hobbyists to develop AI agents for Atari 2600 games

Lexicon
Data visualization library for creating interactive graphs and dashboards for bioinformatics etc.

Models

PassGAN
A Deep Learning Approach for Password Guessing

Subword NMT
Subword Neural Machine Translation

Transformer TF
TensorFlow implementation of ‘Attention Is All You Need (2017. 6)’

Libraries

lightnet
LightNet provides a simple and efficient Python interface to DarkNet

spaCy models
Models for the spaCy Natural Language Processing (NLP) library

Aboleth
A bare-bones TensorFlow framework for Bayesian deep learning and Gaussian process approximation

Featuretools
A python library for automated feature engineering

nmtpytorch
Neural Machine Translation Framework in PyTorch

Chainer Chemistry
A Library for Deep Learning in Biology and Chemistry

 


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